The duo have been busy working together in the studio. Just four days ago Zedd, 25, shared an Instagram of Gomez, 22, goofing around an office. “@selenagomez likes Johnny from “The Room”…a lot!” he captioned a snap of her pretending to kiss a bobble doll of Tommy Wiseau’s character from the 2003 flick.

The insider tells Us that Gomez recently signed with Zedd’s label, Interscope Records, and Zedd is producing multiple tracks off her upcoming 2015 album. Zedd’s worked with artists including Lady Gaga and Ariana Grande, whom he collaborated with on massive hit “Break Free.”